An overview of data related to weight loss through fitness tracking,
with a focus on monitoring key performance indicators.
Using a linear model, forecast the anticipated duration for reaching a
desired value by analyzing data from the preceding five weeks, for the
Fat percentage and Body Mass graphs.
| date | BodyMass | LeanMass | FatMass | d_BM | d_LM | d_FM | perc | |
|---|---|---|---|---|---|---|---|---|
| 2023-06-04 | 73.22 | 60.55 | 12.67 | -0.60 | -0.22 | -0.37 | -61.50 | |
| 2023-05-28 | 73.82 | 60.77 | 13.03 | 0.08 | 0.05 | 0.01 | 17.39 | |
| 2023-05-21 | 73.74 | 60.72 | 13.02 | -0.47 | -0.21 | -0.26 | -56.24 | |
| 2023-05-14 | 74.21 | 60.92 | 13.28 | -1.08 | -0.44 | -0.63 | -58.82 | |
| 2023-05-07 | 75.28 | 61.37 | 13.92 | 0.32 | 0.07 | 0.25 | 78.50 | |
| 2023-04-30 | 74.96 | 61.29 | 13.66 | 0.68 | 0.33 | 0.33 | 49.46 | |
| 2023-04-23 | 74.28 | 60.96 | 13.33 | 0.24 | 0.19 | 0.06 | 22.96 | |
| 2023-04-16 | 74.05 | 60.77 | 13.27 | 0.09 | 0.04 | 0.05 | 58.61 | |
| 2023-04-09 | 73.96 | 60.73 | 13.22 | -0.37 | -0.19 | -0.19 | -49.69 | |
| 2023-04-02 | 74.33 | 60.93 | 13.41 | 0.27 | 0.10 | 0.18 | 63.96 | |
| 2023-03-26 | 74.06 | 60.82 | 13.23 | 0.47 | 0.19 | 0.27 | 58.29 | |
| 2023-03-19 | 73.59 | 60.63 | 12.96 | -0.32 | -0.23 | -0.09 | -27.48 | |
| 2023-03-12 | 73.91 | 60.86 | 13.05 | -0.57 | -0.10 | -0.48 | -82.64 | |
| 2023-03-05 | 74.49 | 60.97 | 13.53 | -0.01 | -0.01 | 0.00 | -2.83 | |
| 2023-02-26 | 74.50 | 60.98 | 13.53 | 0.00 | 0.03 | -0.02 | 0.00 | |
| 2023-02-19 | 74.50 | 60.94 | 13.54 | -0.12 | -0.04 | -0.08 | -70.06 | |
| 2023-02-12 | 74.62 | 60.98 | 13.63 | 0.45 | 0.16 | 0.28 | 63.53 | |
| 2023-02-05 | 74.17 | 60.82 | 13.35 | -0.90 | -0.29 | -0.62 | -68.49 | |
| 2023-01-29 | 75.07 | 61.11 | 13.96 | -0.68 | -0.25 | -0.43 | -63.14 | |
| 2023-01-22 | 75.75 | 61.36 | 14.39 | -0.26 | -0.09 | -0.16 | -62.74 | |
| 2023-01-15 | 76.01 | 61.45 | 14.55 | -0.58 | -0.21 | -0.38 | -65.14 | |
| 2023-01-08 | 76.59 | 61.66 | 14.94 | -0.15 | -0.11 | -0.05 | -33.66 | |
| 2023-01-01 | 76.75 | 61.77 | 14.99 | 0.46 | 0.09 | 0.37 | 80.81 | |
| 2022-12-25 | 76.29 | 61.67 | 14.61 | -0.58 | -0.13 | -0.43 | -74.89 | |
| 2022-12-18 | 76.87 | 61.81 | 15.04 | 0.51 | 0.22 | 0.27 | 54.28 | |
| 2022-12-11 | 76.36 | 61.59 | 14.77 | 0.09 | 0.00 | 0.09 | 102.29 | |
| 2022-12-04 | 76.27 | 61.59 | 14.68 | -0.42 | -0.11 | -0.32 | -74.83 | |
| 2022-11-27 | 76.69 | 61.70 | 15.00 | -0.23 | -0.10 | -0.12 | -54.67 | |
| 2022-11-20 | 76.92 | 61.80 | 15.12 | -0.29 | -0.08 | -0.21 | -72.02 | |
| 2022-11-13 | 77.21 | 61.88 | 15.33 | -0.29 | -0.01 | -1.42 | -164.34 | |
| 2022-11-06 | 77.50 | 61.89 | 16.74 | -1.08 | -0.61 | -0.82 | -65.66 | |
| 2022-10-30 | 78.58 | 62.50 | 17.57 | -0.17 | 0.05 | 1.25 | -220.91 | |
| 2022-10-23 | 78.75 | 62.45 | 16.31 | -0.46 | -0.16 | -0.29 | -64.12 | |
| 2022-10-16 | 79.21 | 62.61 | 16.60 | -0.75 | -0.31 | -0.44 | -58.22 | |
| 2022-10-09 | 79.96 | 62.92 | 17.04 | -0.12 | -0.02 | -0.11 | -84.73 | |
| 2022-10-02 | 80.08 | 62.94 | 17.15 | -0.20 | -0.06 | -0.12 | -65.60 | |
| 2022-09-25 | 80.28 | 63.00 | 17.27 | -0.12 | -0.07 | -0.08 | -58.58 | |
| 2022-09-18 | 80.40 | 63.07 | 17.35 | -0.38 | -0.09 | -0.25 | -68.25 | |
| 2022-09-11 | 80.78 | 63.16 | 17.59 | -0.45 | -0.23 | -0.22 | -49.64 | |
| 2022-09-04 | 81.23 | 63.39 | 17.82 | -0.42 | -0.19 | -0.25 | -58.55 | |
| 2022-08-28 | 81.65 | 63.58 | 18.07 | 0.05 | 0.08 | -0.03 | 51.52 | |
| 2022-08-21 | 81.60 | 63.50 | 18.10 | -0.60 | -0.28 | -0.30 | -50.66 | |
| 2022-08-14 | 82.20 | 63.78 | 18.40 | 0.00 | 0.00 | 0.00 | NaN |